The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Presentation Award,Interpretability of ESWL Outcome Prediction Model and Feature Selection Using SHAP valuesSoya Kobayashi Daisuke Fujita Syoji Kobashi
2023年12月
The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Presentation Award,Deep learning approach for early detection and prediction of chronic lung disease in neonates chest X-ray imagesRyunosuke Maeda Daisuke Fujita Syoji Kobashi
2023年12月
The 24th International Symposium on Advanced Intelligent Systems (ISIS), Best Application AwardNaoya Takashima Daisuke Fujita Syoji Kobashi
International journal of computer assisted radiology and surgery 2024年1月 [査読有り]
PURPOSE: Osteochondritis dissecans (OCD) of the humeral capitellum is a common cause of elbow disorders, particularly among young throwing athletes. Conservative treatment is the preferred treatment for managing OCD, and early intervention signifi...
Journal of Advanced Computational Intelligence and Intelligent Informatics 27(6) 1079-1085 2023年11月 [査読有り]
Fragility fracture of pelvis (FFP) is increasingly affecting elderly population. Although computed tomography (CT) imaging is considered superior to conventional radiographic image for diagnosing FFP, clinicians face challenges in recognizing pelv...
Deep learning techniques for automatically detecting teeth in dental X-rays have gained popularity, providing valuable assistance to healthcare professionals. However, teeth detection in X-ray images is often hindered by alterations in t...
2023 International Conference on Machine Learning and Cybernetics (ICMLC) 315-320 2023年7月 [査読有り]
The purpose of this study is to analyze clinical features and radiomics features obtained from MR images of the carotid arteries to evaluate the accuracy of predicting whether asymptomatic plaque would migrate to symptomatic plaque. Using the extr...
Md. Anas Ali   Mahmudul Haque   Saadia Binte Alam   Rashedur Rahman   Md. Ashraful Amin   Syoji Kobashi   
2023 International Conference on Machine Learning and Cybernetics (ICMLC) 242-247 2023年7月 [査読有り]
In recent years, healthcare and safety have been a major focus of deep learning research. This paper focuses on the detection of Medical Personal Protective Equipment (MPPE) in the health-care sector using YOLOv7. Improper use of personal protecti...
Proceedings of The International Symposium on Multiple-Valued Logic 2023年
Kidney tumor is a health concern that affects kidney cells and may leads to mortality depending on their type. Benign tumors can be unproblematic whereas malignant tumors pose the threat of kidney cancer. Early detection and diagnosis are possible...
The number of heart disease cases as well as the death associated with it are rising in numbers every year. It is now more important than ever to diagnose heart abnormalities quickly and correctly to ensure proper treatment is provided in time. A ...
Proceedings of SPIE - The International Society for Optical Engineering 2023年
Intracerebral hematoma (ICH) is a blood clot that forms when a blood vessel in the brain ruptures for some reason and the spilled blood coagulates. ICH has a high morbidity and mortality rate, accounting for approximately 10% of all strokes. Manua...